We examine the current approaches used within Australia to determine the performance of prospective higher education students, with a view to managing student progress. Key challenges for such approaches include their application to students across a wide range of backgrounds and educational histories and their dependence upon information of limited scope. We propose an approach that may be used by individual universities to address these, using techniques from the field of Knowledge Discovery in Databases (KDD), and present examples of pertinent existing work in this area.